Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	552174
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	46.3 MiB
Average record size in memory	88.0 B

Variable types

Numeric	11

Alerts

`fact_latitude` is highly overall correlated with `gfs_a_vorticity`	High correlation
`gfs_a_vorticity` is highly overall correlated with `fact_latitude`	High correlation
`gfs_clouds_sea` is highly skewed (γ1 = 63.01067827)	Skewed
`df_index` has unique values	Unique
`cmc_precipitations` has 304817 (55.2%) zeros	Zeros
`gfs_cloudness` has 93193 (16.9%) zeros	Zeros
`gfs_clouds_sea` has 459498 (83.2%) zeros	Zeros

Reproduction

Analysis started	2023-05-04 13:52:14.843351
Analysis finished	2023-05-04 13:53:17.217873
Duration	1 minute and 2.37 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

df_index
Real number (ℝ)

Distinct	552174
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2282225.6

Minimum	1993574
Maximum	2571812
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 MiB

Quantile statistics

Minimum	1993574
5-th percentile	2022152.6
Q1	2137952.2
median	2282281.5
Q3	2426826.8
95-th percentile	2542724.4
Maximum	2571812
Range	578238
Interquartile range (IQR)	288874.5

Descriptive statistics

Standard deviation	166937.39
Coefficient of variation (CV)	0.073146752
Kurtosis	-1.1996521
Mean	2282225.6
Median Absolute Deviation (MAD)	144438.5
Skewness	0.0012994479
Sum	1.2601857 × 10¹²
Variance	2.7868093 × 10¹⁰
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1993574	1	< 0.1%
2378194	1	< 0.1%
2378211	1	< 0.1%
2378209	1	< 0.1%
2378208	1	< 0.1%
2378207	1	< 0.1%
2378206	1	< 0.1%
2378205	1	< 0.1%
2378204	1	< 0.1%
2378203	1	< 0.1%
Other values (552164)	552164	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1993574	1	< 0.1%
1993575	1	< 0.1%
1993576	1	< 0.1%
1993577	1	< 0.1%
1993578	1	< 0.1%
1993579	1	< 0.1%
1993580	1	< 0.1%
1993581	1	< 0.1%
1993582	1	< 0.1%
1993583	1	< 0.1%

Value	Count	Frequency (%)
2571812	1	< 0.1%
2571811	1	< 0.1%
2571810	1	< 0.1%
2571809	1	< 0.1%
2571808	1	< 0.1%
2571806	1	< 0.1%
2571805	1	< 0.1%
2571804	1	< 0.1%
2571803	1	< 0.1%
2571802	1	< 0.1%

fact_time
Real number (ℝ)

Distinct	66528
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5436077 × 10⁹

Minimum	1.53576 × 10⁹
Maximum	1.5513947 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 MiB

Quantile statistics

Minimum	1.53576 × 10⁹
5-th percentile	1.5365322 × 10⁹
Q1	1.5395616 × 10⁹
median	1.5438276 × 10⁹
Q3	1.5476421 × 10⁹
95-th percentile	1.5506418 × 10⁹
Maximum	1.5513947 × 10⁹
Range	15634680
Interquartile range (IQR)	8080500

Descriptive statistics

Standard deviation	4586701.6
Coefficient of variation (CV)	0.0029714167
Kurtosis	-1.2548048
Mean	1.5436077 × 10⁹
Median Absolute Deviation (MAD)	4035600
Skewness	-0.01290111
Sum	8.5234002 × 10¹⁴
Variance	2.1037831 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1546354800	285	0.1%
1546322400	234	< 0.1%
1549454400	230	< 0.1%
1537272000	226	< 0.1%
1550923200	221	< 0.1%
1536840000	220	< 0.1%
1539000000	220	< 0.1%
1546236000	219	< 0.1%
1537876800	210	< 0.1%
1546376400	210	< 0.1%
Other values (66518)	549899	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1535760000	141	< 0.1%
1535760120	1	< 0.1%
1535760180	1	< 0.1%
1535760540	1	< 0.1%
1535760900	6	< 0.1%
1535761140	1	< 0.1%
1535761200	4	< 0.1%
1535761800	8	< 0.1%
1535762100	3	< 0.1%
1535762280	1	< 0.1%

Value	Count	Frequency (%)
1551394680	1	< 0.1%
1551394560	1	< 0.1%
1551394380	4	< 0.1%
1551394260	1	< 0.1%
1551394200	5	< 0.1%
1551394020	1	< 0.1%
1551393660	1	< 0.1%
1551393600	2	< 0.1%
1551393300	8	< 0.1%
1551393120	1	< 0.1%

fact_latitude
Real number (ℝ)

Distinct	6137
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.667039

Minimum	-53.8
Maximum	69.604167
Zeros	0
Zeros (%)	0.0%
Negative	130582
Negative (%)	23.6%
Memory size	4.2 MiB

Quantile statistics

Minimum	-53.8
5-th percentile	-22.0184
Q1	1.35019
median	14.7944
Q3	34.176139
95-th percentile	47.493099
Maximum	69.604167
Range	123.40417
Interquartile range (IQR)	32.825949

Descriptive statistics

Standard deviation	21.181508
Coefficient of variation (CV)	1.351979
Kurtosis	-0.58041734
Mean	15.667039
Median Absolute Deviation (MAD)	17.284018
Skewness	-0.21950555
Sum	8650931.7
Variance	448.65626
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-12.4147	1107	0.2%
19.088699	1080	0.2%
22.950399	1057	0.2%
-2.424722	1038	0.2%
12.6799	1038	0.2%
16.907301	1035	0.2%
2.841389	1028	0.2%
8.48212	1026	0.2%
-16.885799	1023	0.2%
19.969801	1015	0.2%
Other values (6127)	541727	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-53.8	13	< 0.1%
-53.7777	126	< 0.1%
-53.2537	12	< 0.1%
-51.8228	26	< 0.1%
-51.82	25	< 0.1%
-51.685699	2	< 0.1%
-51.671501	49	< 0.1%
-51.616667	19	< 0.1%
-51.6089	98	< 0.1%
-50.2803	1	< 0.1%

Value	Count	Frequency (%)
69.604167	15	< 0.1%
69.6	45	< 0.1%
69.433296	72	< 0.1%
66.600098	50	< 0.1%
66.571503	84	< 0.1%
66.249603	55	< 0.1%
65.697899	36	< 0.1%
65.240402	36	< 0.1%
64.727203	76	< 0.1%
63.985001	123	< 0.1%

fact_longitude
Real number (ℝ)

Distinct	8577
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8239112

Minimum	-166.339
Maximum	174.80499
Zeros	126
Zeros (%)	< 0.1%
Negative	266700
Negative (%)	48.3%
Memory size	4.2 MiB

Quantile statistics

Minimum	-166.339
5-th percentile	-105.867
Q1	-76.373199
median	2.73881
Q3	91.813301
95-th percentile	124.56667
Maximum	174.80499
Range	341.144
Interquartile range (IQR)	168.1865

Descriptive statistics

Standard deviation	81.877453
Coefficient of variation (CV)	21.411965
Kurtosis	-1.3899749
Mean	3.8239112
Median Absolute Deviation (MAD)	79.605807
Skewness	0.13059339
Sum	2111464.3
Variance	6703.9173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
130.876999	1107	0.2%
72.867897	1080	0.2%
120.206001	1057	0.2%
-54.785831	1038	0.2%
101.004997	1038	0.2%
-60.692223	1028	0.2%
76.920097	1026	0.2%
-75.835403	1015	0.2%
-38.322498	993	0.2%
100.747002	984	0.2%
Other values (8567)	541808	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-166.339005	36	< 0.1%
-166.089005	55	< 0.1%
-165.607567	128	< 0.1%
-163.682007	91	< 0.1%
-163.302002	51	< 0.1%
-162.026001	42	< 0.1%
-161.319458	45	< 0.1%
-160.190994	10	< 0.1%
-159.985992	50	< 0.1%
-157.572006	34	< 0.1%

Value	Count	Frequency (%)
174.804993	118	< 0.1%
174.804993	5	< 0.1%
172.531998	102	< 0.1%
153.129167	6	< 0.1%
153.117004	122	< 0.1%
153.11	68	< 0.1%
153.090278	8	< 0.1%
153.089167	2	< 0.1%
153.067001	121	< 0.1%
153.029999	26	< 0.1%

topography_bathymetry
Real number (ℝ)

Distinct	1511
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	253.66866

Minimum	-2126
Maximum	4659
Zeros	4260
Zeros (%)	0.8%
Negative	33700
Negative (%)	6.1%
Memory size	4.2 MiB

Quantile statistics

Minimum	-2126
5-th percentile	-3
Q1	13
median	68
Q3	296
95-th percentile	1186
Maximum	4659
Range	6785
Interquartile range (IQR)	283

Descriptive statistics

Standard deviation	443.52091
Coefficient of variation (CV)	1.7484261
Kurtosis	8.5979316
Mean	253.66866
Median Absolute Deviation (MAD)	64
Skewness	2.4169882
Sum	1.4006924 × 10⁸
Variance	196710.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	12365	2.2%
4	10848	2.0%
5	10817	2.0%
13	10484	1.9%
10	10318	1.9%
8	9521	1.7%
7	9295	1.7%
9	9158	1.7%
17	7675	1.4%
18	7161	1.3%
Other values (1501)	454532	82.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2126	37	< 0.1%
-1933	9	< 0.1%
-1930	72	< 0.1%
-1753	24	< 0.1%
-1549	250	< 0.1%
-1489	78	< 0.1%
-1425	54	< 0.1%
-1055	73	< 0.1%
-1016	52	< 0.1%
-970	86	< 0.1%

Value	Count	Frequency (%)
4659	15	< 0.1%
4111	11	< 0.1%
4048	84	< 0.1%
3965	37	< 0.1%
3832	41	< 0.1%
3717	39	< 0.1%
3655	13	< 0.1%
3579	49	< 0.1%
3446	28	< 0.1%
3436	3	< 0.1%

sun_elevation
Real number (ℝ)

Distinct	515510
Distinct (%)	93.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.7354199

Minimum	-89.931034
Maximum	89.752937
Zeros	0
Zeros (%)	0.0%
Negative	252988
Negative (%)	45.8%
Memory size	4.2 MiB

Quantile statistics

Minimum	-89.931034
5-th percentile	-68.536215
Q1	-33.473796
median	5.9104228
Q3	35.35573
95-th percentile	65.860191
Maximum	89.752937
Range	179.68397
Interquartile range (IQR)	68.829527

Descriptive statistics

Standard deviation	42.218577
Coefficient of variation (CV)	24.327586
Kurtosis	-0.99794841
Mean	1.7354199
Median Absolute Deviation (MAD)	33.802301
Skewness	-0.14993204
Sum	958253.74
Variance	1782.4083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-24.58489175	6	< 0.1%
43.03386155	5	< 0.1%
-14.37241944	5	< 0.1%
69.89324332	5	< 0.1%
-5.423531709	5	< 0.1%
21.27891593	4	< 0.1%
55.76084945	4	< 0.1%
31.8274272	4	< 0.1%
60.28850156	4	< 0.1%
11.83557023	4	< 0.1%
Other values (515500)	552128	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-89.93103362	1	< 0.1%
-89.84408446	1	< 0.1%
-89.80431511	1	< 0.1%
-89.78064168	1	< 0.1%
-89.72209825	1	< 0.1%
-89.68493111	1	< 0.1%
-89.63013349	1	< 0.1%
-89.5875716	1	< 0.1%
-89.58346809	1	< 0.1%
-89.55879368	1	< 0.1%

Value	Count	Frequency (%)
89.75293669	1	< 0.1%
89.7121502	2	< 0.1%
89.70293561	2	< 0.1%
89.66369858	1	< 0.1%
89.56848526	2	< 0.1%
89.53481762	1	< 0.1%
89.52475207	1	< 0.1%
89.4995362	1	< 0.1%
89.4972407	1	< 0.1%
89.49242245	1	< 0.1%

cmc_precipitations
Real number (ℝ)

Distinct	126332
Distinct (%)	22.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.16751069

Minimum	-3.3333333 × 10^-5
Maximum	26.447317
Zeros	304817
Zeros (%)	55.2%
Negative	7327
Negative (%)	1.3%
Memory size	4.2 MiB

Quantile statistics

Minimum	-3.3333333 × 10^-5
5-th percentile	0
Q1	0
median	0
Q3	0.02235
95-th percentile	1.037995
Maximum	26.447317
Range	26.44735
Interquartile range (IQR)	0.02235

Descriptive statistics

Standard deviation	0.59954601
Coefficient of variation (CV)	3.5791509
Kurtosis	101.95089
Mean	0.16751069
Median Absolute Deviation (MAD)	0
Skewness	7.719795
Sum	92495.045
Variance	0.35945542
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	304817	55.2%
8.333333333 × 10^-6	1251	0.2%
-8.333333333 × 10^-6	1128	0.2%
1.666666667 × 10^-5	1049	0.2%
8.333333334 × 10^-6	858	0.2%
8.333333333 × 10^-6	705	0.1%
3.333333333 × 10^-5	664	0.1%
-8.333333333 × 10^-6	656	0.1%
1.666666667 × 10^-5	532	0.1%
-8.333333334 × 10^-6	515	0.1%
Other values (126322)	239999	43.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.333333333 × 10^-5	1	< 0.1%
-3.333333333 × 10^-5	1	< 0.1%
-3.333333333 × 10^-5	1	< 0.1%
-3.333333333 × 10^-5	1	< 0.1%
-3.333333333 × 10^-5	1	< 0.1%
-3.333333333 × 10^-5	6	< 0.1%
-3.333333333 × 10^-5	11	< 0.1%
-3.333333333 × 10^-5	1	< 0.1%
-1.666666667 × 10^-5	101	< 0.1%
-1.666666667 × 10^-5	16	< 0.1%

Value	Count	Frequency (%)
26.44731667	1	< 0.1%
20.94596667	1	< 0.1%
19.59825833	1	< 0.1%
18.75138333	1	< 0.1%
18.33026667	1	< 0.1%
18.07283333	1	< 0.1%
18.00921667	1	< 0.1%
17.74750833	1	< 0.1%
17.359375	1	< 0.1%
16.24133333	1	< 0.1%

gfs_a_vorticity
Real number (ℝ)

Distinct	469242
Distinct (%)	85.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5650346 × 10^-5

Minimum	-0.00063446508
Maximum	0.0020388791
Zeros	0
Zeros (%)	0.0%
Negative	168341
Negative (%)	30.5%
Memory size	4.2 MiB

Quantile statistics

Minimum	-0.00063446508
5-th percentile	-9.908194 × 10^-5
Q1	-1.2583816 × 10^-5
median	3.8585693 × 10^-5
Q3	8.3628664 × 10^-5
95-th percentile	0.0001653836
Maximum	0.0020388791
Range	0.0026733442
Interquartile range (IQR)	9.621248 × 10^-5

Descriptive statistics

Standard deviation	8.6170191 × 10^-5
Coefficient of variation (CV)	2.4170927
Kurtosis	4.1863261
Mean	3.5650346 × 10^-5
Median Absolute Deviation (MAD)	4.7976257 × 10^-5
Skewness	-0.16128979
Sum	19.685194
Variance	7.4253018 × 10^-9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.594192458 × 10^-5	10	< 0.1%
1.218475336 × 10^-5	10	< 0.1%
2.948852489 × 10^-5	9	< 0.1%
5.325469829 × 10^-5	9	< 0.1%
4.326904309 × 10^-5	8	< 0.1%
5.035400363 × 10^-7	8	< 0.1%
8.829650324 × 10^-5	8	< 0.1%
7.083739911 × 10^-5	8	< 0.1%
0.0001026385507	7	< 0.1%
6.639343337 × 10^-5	7	< 0.1%
Other values (469232)	552090	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.0006344650756	1	< 0.1%
-0.0006244699471	1	< 0.1%
-0.0006177345058	1	< 0.1%
-0.0006136846496	1	< 0.1%
-0.0006096997531	1	< 0.1%
-0.000607397873	1	< 0.1%
-0.0005968618789	1	< 0.1%
-0.0005945274024	1	< 0.1%
-0.0005924057332	1	< 0.1%
-0.000591892458	1	< 0.1%

Value	Count	Frequency (%)
0.002038879087	1	< 0.1%
0.001182437525	1	< 0.1%
0.0008671264513	1	< 0.1%
0.0008607942145	1	< 0.1%
0.0008515818045	1	< 0.1%
0.0008282407653	1	< 0.1%
0.0008211351233	1	< 0.1%
0.0008144315216	1	< 0.1%
0.0007711995859	1	< 0.1%
0.0007514400641	1	< 0.1%

gfs_cloudness
Real number (ℝ)

Distinct	302
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.75990888

Minimum	0
Maximum	3
Zeros	93193
Zeros (%)	16.9%
Negative	0
Negative (%)	0.0%
Memory size	4.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.12
median	0.72
Q3	1.04
95-th percentile	2.03
Maximum	3
Range	3
Interquartile range (IQR)	0.92

Descriptive statistics

Standard deviation	0.67901258
Coefficient of variation (CV)	0.89354473
Kurtosis	0.60093939
Mean	0.75990888
Median Absolute Deviation (MAD)	0.47
Skewness	0.91725319
Sum	419601.93
Variance	0.46105808
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	93193	16.9%
1	38545	7.0%
0.01	10194	1.8%
1.01	9160	1.7%
0.99	7039	1.3%
0.02	6204	1.1%
1.02	5440	1.0%
0.98	5046	0.9%
0.03	4744	0.9%
0.97	4339	0.8%
Other values (292)	368270	66.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	93193	16.9%
0.01	10194	1.8%
0.02	6204	1.1%
0.03	4744	0.9%
0.04	3933	0.7%
0.05	3460	0.6%
0.06	3050	0.6%
0.07	2985	0.5%
0.08	2686	0.5%
0.09	2574	0.5%

Value	Count	Frequency (%)
3	1875	0.3%
2.99	537	0.1%
2.98	407	0.1%
2.97	314	0.1%
2.96	288	0.1%
2.95	267	< 0.1%
2.94	255	< 0.1%
2.93	264	< 0.1%
2.92	221	< 0.1%
2.91	221	< 0.1%

gfs_clouds_sea
Real number (ℝ)

SKEWED ZEROS

Distinct	511
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5858865 × 10^-7

Minimum	0
Maximum	0.00031860001
Zeros	459498
Zeros (%)	83.2%
Negative	0
Negative (%)	0.0%
Memory size	4.2 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	5 × 10^-7
Maximum	0.00031860001
Range	0.00031860001
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.968901 × 10^-6
Coefficient of variation (CV)	12.415145
Kurtosis	6100.1709
Mean	1.5858865 × 10^-7
Median Absolute Deviation (MAD)	0
Skewness	63.010678
Sum	0.087568528
Variance	3.8765713 × 10^-12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	459498	83.2%
1.000000012 × 10^-7	38146	6.9%
2.000000023 × 10^-7	13396	2.4%
3.000000106 × 10^-7	7451	1.3%
4.000000047 × 10^-7	5017	0.9%
4.999999987 × 10^-7	3725	0.7%
6.000000212 × 10^-7	3000	0.5%
6.999999869 × 10^-7	2406	0.4%
8.000000093 × 10^-7	2070	0.4%
9.000000318 × 10^-7	1739	0.3%
Other values (501)	15726	2.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	459498	83.2%
9.999999939 × 10^-9	21	< 0.1%
1.999999988 × 10^-8	12	< 0.1%
2.999999893 × 10^-8	3	< 0.1%
3.999999976 × 10^-8	3	< 0.1%
7.999999951 × 10^-8	2	< 0.1%
9.000000034 × 10^-8	1	< 0.1%
1.000000012 × 10^-7	38146	6.9%
1.300000037 × 10^-7	1	< 0.1%
1.485953993 × 10^-7	2	< 0.1%

Value	Count	Frequency (%)
0.0003186000104	1	< 0.1%
0.0002824999974	1	< 0.1%
0.000269000011	1	< 0.1%
0.0002562000009	1	< 0.1%
0.0002401000093	1	< 0.1%
0.0002128000051	1	< 0.1%
0.0002023999987	1	< 0.1%
0.0001993000042	1	< 0.1%
0.0001979000081	1	< 0.1%
0.0001935000037	1	< 0.1%

gfs_humidity
Real number (ℝ)

Distinct	86421
Distinct (%)	15.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.827107

Minimum	2.6000001
Maximum	100.04517
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.2 MiB

Quantile statistics

Minimum	2.6000001
5-th percentile	26.617964
Q1	55.565871
median	72.101707
Q3	83.00423
95-th percentile	95.400002
Maximum	100.04517
Range	97.445166
Interquartile range (IQR)	27.438359

Descriptive statistics

Standard deviation	20.669914
Coefficient of variation (CV)	0.30474414
Kurtosis	0.039988186
Mean	67.827107
Median Absolute Deviation (MAD)	13.101707
Skewness	-0.77714492
Sum	37452365
Variance	427.24533
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.30000305	1213	0.2%
77.5	1178	0.2%
77.09999847	1170	0.2%
78.59999847	1168	0.2%
75.80000305	1164	0.2%
78.5	1161	0.2%
78.80000305	1161	0.2%
75.09999847	1155	0.2%
76.80000305	1154	0.2%
79	1154	0.2%
Other values (86411)	540496	97.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.600000143	2	< 0.1%
2.839907169	1	< 0.1%
2.904468298	1	< 0.1%
3	3	< 0.1%
3.083759069	1	< 0.1%
3.100000143	2	< 0.1%
3.105132341	1	< 0.1%
3.200000048	3	< 0.1%
3.299999952	3	< 0.1%
3.400000095	1	< 0.1%

Value	Count	Frequency (%)
100.045166	1	< 0.1%
100.0431213	1	< 0.1%
100.0419922	1	< 0.1%
100.0374374	1	< 0.1%
100.0337143	1	< 0.1%
100.0273895	1	< 0.1%
100.0266647	1	< 0.1%
100.0265274	1	< 0.1%
100.0241852	1	< 0.1%
100.0232086	1	< 0.1%

Auto

Heatmap
Table

	df_index	fact_time	fact_latitude	fact_longitude	topography_bathymetry	sun_elevation	cmc_precipitations	gfs_a_vorticity	gfs_cloudness	gfs_clouds_sea	gfs_humidity
df_index	1.000	0.000	-0.037	0.018	-0.010	0.009	0.002	-0.023	0.006	0.008	0.005
fact_time	0.000	1.000	0.004	0.000	-0.000	-0.042	-0.016	-0.003	-0.032	0.002	-0.002
fact_latitude	-0.037	0.004	1.000	-0.302	0.066	-0.203	-0.034	0.689	-0.139	-0.062	-0.036
fact_longitude	0.018	0.000	-0.302	1.000	-0.245	0.033	-0.014	-0.214	0.057	0.112	-0.011
topography_bathymetry	-0.010	-0.000	0.066	-0.245	1.000	0.012	-0.026	0.042	-0.025	-0.305	-0.199
sun_elevation	0.009	-0.042	-0.203	0.033	0.012	1.000	0.024	-0.146	0.020	-0.143	-0.286
cmc_precipitations	0.002	-0.016	-0.034	-0.014	-0.026	0.024	1.000	-0.030	0.385	0.110	0.344
gfs_a_vorticity	-0.023	-0.003	0.689	-0.214	0.042	-0.146	-0.030	1.000	-0.096	-0.038	-0.028
gfs_cloudness	0.006	-0.032	-0.139	0.057	-0.025	0.020	0.385	-0.096	1.000	0.089	0.379
gfs_clouds_sea	0.008	0.002	-0.062	0.112	-0.305	-0.143	0.110	-0.038	0.089	1.000	0.225
gfs_humidity	0.005	-0.002	-0.036	-0.011	-0.199	-0.286	0.344	-0.028	0.379	0.225	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	df_index	fact_time	fact_latitude	fact_longitude	topography_bathymetry	sun_elevation	cmc_precipitations	gfs_a_vorticity	gfs_cloudness	gfs_clouds_sea	gfs_humidity
0	1993574	1.547967e+09	33.466499	-82.039398	129.0	-74.604821	0.521950	1.239536e-04	2.14	0.000000e+00	88.400002
1	1993575	1.550765e+09	-3.552530	-80.381401	26.0	68.688172	0.000008	2.977295e-07	1.01	0.000000e+00	64.599998
2	1993576	1.537093e+09	59.878899	-1.295560	2.0	26.380551	0.621850	2.820175e-04	2.21	0.000000e+00	87.900002
3	1993577	1.548846e+09	39.048801	-84.667801	263.0	-29.799833	0.055375	1.010588e-04	0.06	0.000000e+00	36.686890
4	1993578	1.547161e+09	32.566700	-117.116997	6.0	27.294687	0.000000	9.037872e-05	0.00	0.000000e+00	81.145103
5	1993579	1.547464e+09	27.913000	-97.211502	5.0	-28.665678	0.000000	6.861566e-05	0.00	1.000000e-07	71.103088
6	1993580	1.550617e+09	38.138599	-78.452904	175.0	7.271232	0.000000	6.575049e-05	1.97	0.000000e+00	48.558178
7	1993581	1.541641e+09	20.937000	-89.657700	12.0	-20.121787	0.000000	2.428857e-05	0.49	0.000000e+00	62.799999
8	1993582	1.541720e+09	49.173302	-0.450000	61.0	-56.128376	0.000000	1.357539e-04	0.72	0.000000e+00	88.700005
9	1993583	1.548320e+09	-17.416667	-66.183333	2559.0	-13.264100	0.003508	-4.755200e-05	0.80	0.000000e+00	89.000000

	df_index	fact_time	fact_latitude	fact_longitude	topography_bathymetry	sun_elevation	cmc_precipitations	gfs_a_vorticity	gfs_cloudness	gfs_clouds_sea	gfs_humidity
552164	2571802	1.551172e+09	17.416667	104.783333	143.0	25.522129	1.962517	7.145239e-05	0.61	0.000000e+00	28.948187
552165	2571803	1.545156e+09	12.200000	-68.966667	-176.0	48.798114	0.000000	2.717175e-05	0.08	1.000000e-07	78.261528
552166	2571804	1.543309e+09	-19.796400	34.907600	10.0	80.364439	0.000000	-5.206177e-05	1.00	0.000000e+00	68.300003
552167	2571805	1.549170e+09	1.350190	103.994003	8.0	72.435876	0.000000	1.197510e-07	1.00	0.000000e+00	75.210350
552168	2571806	1.551123e+09	11.030000	77.043404	393.0	-87.025862	0.000000	-1.267114e-05	0.09	0.000000e+00	73.599998
552169	2571808	1.547370e+09	17.161111	99.861667	57.0	23.957253	0.000000	1.877362e-05	0.00	0.000000e+00	39.299999
552170	2571809	1.548893e+09	4.000000	9.733333	7.0	-73.836607	0.001175	1.058710e-04	0.99	4.800000e-06	72.810577
552171	2571810	1.536496e+09	8.482120	76.920097	16.0	13.476526	0.000000	4.217621e-05	0.15	0.000000e+00	82.000000
552172	2571811	1.544098e+09	-0.633333	127.500000	36.0	-33.814418	0.000000	3.908789e-05	0.98	0.000000e+00	93.700005
552173	2571812	1.551161e+09	12.583333	-81.716667	-26.0	-80.879172	1.275492	1.723767e-05	0.25	1.000000e-07	73.736374

Overview

Variables

Interactions

Correlations

Missing values

Sample